Bayesian inference of spectral induced polarization parameters for laboratory complex resistivity measurements of rocks and soils.
Charles L. BérubéMichel ChouteauPejman ShamsipourRandolph J. EnkinGema R. OlivoPublished in: Comput. Geosci. (2017)
Keyphrases
- bayesian inference
- hyperparameters
- probabilistic model
- prior distribution
- prior information
- bayesian model
- expectation maximization
- statistical inference
- probabilistic modeling
- measured data
- hidden variables
- optical properties
- variational inference
- gibbs sampler
- variational bayes
- gaussian processes
- gaussian process
- expectation propagation
- parameter space
- bayesian models
- weighted model counting
- training data
- random sampling
- parameter settings
- model selection
- maximum likelihood
- semi supervised
- search space